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shinetzh's Projects

imagenet-1 icon imagenet-1

TensorFlow implementation of AlexNet and its training and testing on ImageNet ILSVRC 2012 dataset

kaggle_crowdflower icon kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

machinelearning icon machinelearning

This project contain some machine learning algrithm demo.Maybe the code is also useful to you.

mean-teacher icon mean-teacher

A state-of-the-art semi-supervised method for image recognition

mmsr icon mmsr

Open MMLab Image and Video Super-Resolution Toolbox, , including SRResNet, SRGAN, ESRGAN, EDVR, etc.

mobilenet icon mobilenet

A Clearer and Simpler MobileNet Implementation in TensorFlow

model-compression icon model-compression

model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular and group convolutional channel pruning;3、 group convolution structure;4、batch-normalization folding for quantization)

models icon models

Models and examples built with TensorFlow

ocr_repo icon ocr_repo

文本检测、文本识别(cnn+ctc、crnn+ctc)

pix2pix-tensorflow icon pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-dex icon pytorch-dex

Pytorch implementation of DEX: Deep EXpectation of apparent age from a single image

rcan icon rcan

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

realsr icon realsr

Real-World Super-Resolution via Kernel Estimation and Noise Injection

rfbnet icon rfbnet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

srgan-tensorflow icon srgan-tensorflow

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

stanford_dl_ex icon stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

stargan-v2 icon stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

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